Open Code Review detects 5 types of AI-specific code defects invisible to traditional linters like ESLint and SonarQube: Phantom Packages, Outdated APIs, Context Breaks, Hidden Anti-patterns, and Over-engineering. 100% free & open-source CLI with GitHub Action integration, supporting TypeScript, Python, Java, Go, and Kotlin. Features 3 scan levels (AST, Embedding, LLM deep scan), local Ollama support, and SARIF output.
Open Code Review is a free, open-source CLI that catches AI-specific code defects invisible to traditional linters like ESLint and SonarQube.
**The problem**: AI coding assistants (Copilot, Cursor, Claude) generate code that looks correct but contains subtle defects — hallucinated package imports, stale APIs from training cutoffs, logic contradictions across files, and unnecessary abstractions. Traditional linting tools miss all of these.
**How it works**: Deep Scan combines three analysis layers:
1. **Structural Detection** — AST analysis catches hallucinated imports by cross-referencing npm/PyPI/Maven registries, detects stale APIs, security anti-patterns, and over-engineering
2. **Semantic Analysis** — Embedding similarity recall identifies context window artifacts and ranks risk scoring
3. **LLM Deep Scan** — Sends suspicious code to a local LLM (Ollama) or any OpenAI-compatible provider for cross-file coherence checks and confidence scoring
**Why it's different**:
- 100% free and open-source (BSL 1.1 → Apache 2.0 in 2030)
- Works with 6 languages (TypeScript, Python, Java, Go, Kotlin, JavaScript)
- 100% local option with Ollama — no code leaves your machine
- GitHub Action + GitLab CI integration in 30 seconds
- AI auto-fix with `ocr heal` command
- SARIF output for GitHub Code Scanning
**Quick start**: `npm i -g @opencodereview/cli && ocr scan src/`
GitHub: https://github.com/raye-deng/ope...
Portal: https://codes.evallab.ai
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